ayansengupta17
I am passionate about bringing machine learning to a practical level where it is a product that solves problems for people.
@Incubit Japan
Pinned Repositories
agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
Algebraic-Solution-of-PDEs
This is a DST project. I am involved in the project under the guidance of Dr.Debasattam Pal, assistant professor of IIT Bombay
Auto_login-V0.1
This is a small code snippet, for auto login for guys staying in IIT Bombay.
ayansengupta17.github.io
My blog based on jekyll
GAN
We aim to generate realistic images from text descriptions using GAN architecture. The network that we have designed is used for image generation for two datasets: MSCOCO and CUBS.
GoogleScholarParser
A simple Python script to parse Authors name, year, and publication list and create a markdown file for each author
Inverted-Pendulum-Control
Design of a Linear Quadratic Regulator balance controller for the Inverted Pendulum. After manually initializing the pendulum in the upright vertical position, the balance controller moves the rotary arm to keep the pendulum in this upright position. Moreover it is capable of balancing itself, even if minor external disturbances are given.
Line-follower-using-PID
Design and implementation of a PID controller for the Spark V robot to make it follow continuous lines (Black lines on White paper), with sharp turns, loops, 90 degree cross paths.
PlacementNotifierIITB
A simple script for instant notification on ubuntu and your android mobile
PythonWorkshop
Notebooks for Python workshop 2018
ayansengupta17's Repositories
ayansengupta17/agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
ayansengupta17/ayansengupta17.github.io
My blog based on jekyll
ayansengupta17/scml
ANAC Supply Chain Management League Development Environment
ayansengupta17/AIWolfCompo
Your one-stop shop for the AIWerewolf Competition
ayansengupta17/ayansengupta17
ayansengupta17/Bard-API
The python package that returns response of Google Bard through API.
ayansengupta17/bayesball.github.io
ayansengupta17/binance-trade-bot
Automated cryptocurrency trading bot
ayansengupta17/blog-test
:triangular_ruler: A flexible two-column Jekyll theme. Perfect for personal sites, blogs, and portfolios hosted on GitHub or your own server.
ayansengupta17/Classification-of-Poker-Hands-using-ANN
In this project, an Artificial Neural Network was designed from scratch in Python for classifying poker hands.
ayansengupta17/Data-Science--Cheat-Sheet
Cheat Sheets
ayansengupta17/DeepRL
Deep Reinforcement Learning for Practice
ayansengupta17/Design-of-Non-Linear-Controller-of-Rotary-Inverted-Pendulum
In this project, we simulated a Sliding mode Controller for an Inverted Pendulum to control it in upright position.
ayansengupta17/FastApiApp
ayansengupta17/Learn-Tensorflow
TensorFlow 2.0 tutorials https://tensorflow.org
ayansengupta17/lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
ayansengupta17/Lightning-Tutorials
Some sample starting tutorials for PyTorch Lightning
ayansengupta17/made-mistakes-jekyll
:ghost: mademistakes.com website codebase, built using Jekyll.
ayansengupta17/minion_translate
Minion translator
ayansengupta17/negmas
Negotiation Multi-Agent System (A negotiation library designed for situated negotiations within business-like simulations)
ayansengupta17/PaddleOCR
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
ayansengupta17/RANSAC-Flow
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
ayansengupta17/scml-agents
Contributed Agents for the SCML competition
ayansengupta17/sequences_with_tf2
ayansengupta17/specklepy
Python SDK 🐍
ayansengupta17/sqlalchemy-stubs
Mypy plugin and stubs for SQLAlchemy
ayansengupta17/Supplementary-Material-An-Autonomous-Negotiating-Agent-Framework-AAMAS-2021
Here, we provide a supplementary material for, “An Autonomous Negotiating Agent Framework with Reinforcement Learning based Strategies and Adaptive Strategy Switching Mechanism,” which appears in Proceedings of the 20th International Conference on Autonomous Agentsand Multiagent Systems (AAMAS 2021)
ayansengupta17/tiff2pdf
A simple package to convert tiff images to pdf
ayansengupta17/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
ayansengupta17/WaterNet
A convolutional neural network that identifies water in satellite images.